Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022)

Hyperspectral Image Classification: A Review

Authors
Sarfaraz Pathan1, *, Sanjay Y. Azade1, Deepali V. Sawane1, Shabeena Naaz Khan1
1Dr. G.Y. Pathrikar College of Computer Science and Information Technology, MGM University, Aurangabad, Maharashtra, India
*Corresponding author. Email: sarfaraz.ip@gmail.com
Corresponding Author
Sarfaraz Pathan
Available Online 1 May 2023.
DOI
10.2991/978-94-6463-136-4_49How to use a DOI?
Keywords
Deep learning; CNN; Spectral; Spatial
Abstract

Hyperspectral imaging technique used to capture image of an objects in multidimensional form it uses technology of imaging and spectroscopic combined to capture multidimensional images. With Hyperspectral imaging (HSI) we can study, inspect external and internal characteristic of any Object. As each and every characteristic of any object has a unique spectral signature which is formed based on variations of reflectance or emittance of object material. Due to non-destructive nature of Hyperspectral imaging (HSI) now a day it is penetrate into food production, medical diagnosis, precision agriculture, pharmaceuticals, recycling, and environmental monitoring industries. We are going to review different HSI classification methods based on traditional, deep learning & pre-trained classifier.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022)
Series
Advances in Computer Science Research
Publication Date
1 May 2023
ISBN
978-94-6463-136-4
ISSN
2352-538X
DOI
10.2991/978-94-6463-136-4_49How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

TY  - CONF
AU  - Sarfaraz Pathan
AU  - Sanjay Y. Azade
AU  - Deepali V. Sawane
AU  - Shabeena Naaz Khan
PY  - 2023
DA  - 2023/05/01
TI  - Hyperspectral Image Classification: A Review
BT  - Proceedings of the International Conference on Applications of Machine Intelligence and Data Analytics (ICAMIDA 2022)
PB  - Atlantis Press
SP  - 582
EP  - 591
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-136-4_49
DO  - 10.2991/978-94-6463-136-4_49
ID  - Pathan2023
ER  -